SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.
Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the environment, reproducibility, and more. There is no open source framework for building these environments effectively. Until now.
Official code, locked protocols, and audit artifacts for "Jev-Routed Temporal Granularity with Recovery and Hysteresis for Causal Video Generation": per-segment fine/coarse/hold routing for Causal-rCM (Wan2.1-1.3B) via the Jev oracle, with two-GPU (T4/A100) feasibility audits.
Searchable Claude Code skills catalog with source-linked guides and generated registry artifacts
Malcolm is a powerful, easily deployable network traffic analysis tool suite for full packet capture artifacts (PCAP files), Zeek logs and Suricata alerts.
Research pipelines as semantic execution units: each skill declares inputs/outputs, acceptance criteria, and guardrails. Evidence-first methodology prevents hollow writing through structured intermediate artifacts.
Digital Forensics artifact repository
Agent-driven creation of editable, tastefully crafted visual artifacts.
Azure DevOps Extension for Azure CLI
This dbt package captures metadata, artifacts, and test results so you can detect anomalies, monitor data quality, and build metadata tables. It powers Elementary OSS and feeds the wider context layer used by Elementary Cloudβs full Data & AI Control Plane.
MIYANG diagnosis-guided restoration for digital ripple artifacts in iteratively edited AI images
The open-source design agent and harness, better than Claude Design on academic communication artifacts production. This DesignHarness can also be used with any coding harness you like ( Codex/Claude Code/Kimi Code/Pi/OpenCode etc..) and any agentic model you want.
FACET synthesizes coherent and verifiable terminal tasks from reusable agent skills by preserving source intent and grounding all artifacts in a shared executable state.
Open-source research tool for inspecting, benchmarking, and scrubbing AI document metadata and invisible tracking artifacts.
Release package for SlopShape: Identifying AI-Generated Commercial Web Content (verification artifacts, instrument, prompts, code)
Research artifacts for provenance-bound agent authorization, signed effect evidence, and reproducible security evaluation.
Removes the artifacts that GPT Image 2 leaves in its output β excessive sharpening, random bright specks, unnatural edges, and scale-like texture patterns β while leaving the image itself intact.
Provider-neutral, user-controlled research workflow core with typed artifacts and deterministic validators
An evidence-grounded agent workspace for road-maintenance knowledge Q&A, stateful distress diagnosis, human-reviewed treatment drafts, and project-level delivery artifacts.
β
DLEAPP β Desktop Logs Events And Protobuf Parser. A LEAPP for triaging desktop-application artifacts (Electron/Chromium).
AMD Radeon ROCm reproduction of the DL3DV commercial-kitchen 3DGS shell for BiGym/MuJoCo, with verified W7900D artifacts.
A curated paper list on agentic artifact creation, an emerging paradigm in which AI agents autonomously construct and iteratively refine artifacts.
Fix-Like Artifacts With Embedded Defects
Code and reproducibility artifacts for reconstructing megakernel persistence with CUDA PDL